The following table provides summary statistics for permanent job vacancies advertised in Stockport with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Manchester / Stockport
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 29 33 42
Rank change year-on-year +4 +9  
Permanent jobs citing Data Modelling 8 5 1
As % of all permanent IT jobs advertised in Stockport 4.88% 3.21% 0.51%
As % of the Processes & Methodologies category 5.33% 3.40% 0.56%
Number of salaries quoted 8 2 1
Median salary £38,750 £33,750 £37,000
Median salary % change year-on-year +14.81% -8.78%  
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Stockport with a requirement for process and methodology skills.

Process & Methodology Skills
Stockport
Permanent job vacancies with a requirement for process and methodology skills 150 147 178
As % of all permanent IT job vacancies advertised in Stockport 91.46% 94.23% 90.36%
Number of salaries quoted 144 134 167
Median salary £40,000 £41,500 £33,500
Median salary % change year-on-year -3.61% +23.88%  
90% offered a salary of more than £32,000 £30,000 £25,000
10% offered a salary of more than £50,000 £47,500 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Stockport

The job posting trend of jobs advertised in Stockport citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Stockport

Data Modelling
Salary Trend in Stockport

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Stockport.

Salary trend for Data Modelling in Stockport

Data Modelling
Salary Histogram in Stockport

The salary distribution of IT jobs citing Data Modelling in Stockport over the 3 months to 28 March 2017.

Salary histogram for Data Modelling in Stockport

Data Modelling
Top 30 Co-occurring IT Skills in Stockport

For the 6 months to 28 March 2017, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Stockport region with a requirement for Data Modelling.

1 12 (75.00%) SQL
2 11 (68.75%) Oracle
2 11 (68.75%) SQL Server
2 11 (68.75%) ETL
2 11 (68.75%) Business Intelligence
2 11 (68.75%) Migration
2 11 (68.75%) Data Migration
2 11 (68.75%) Relational Database
3 7 (43.75%) DevOps
3 7 (43.75%) Data Architecture
3 7 (43.75%) iPad
3 7 (43.75%) ETL Development
3 7 (43.75%) ITIL
3 7 (43.75%) BusinessObjects
4 6 (37.50%) Data Warehouse
5 5 (31.25%) Agile Software Development
5 5 (31.25%) Analytical Skills
6 4 (25.00%) Oracle Database
6 4 (25.00%) Data Protection
6 4 (25.00%) RDBMS
7 3 (18.75%) Big Data
7 3 (18.75%) Analytics
8 2 (12.50%) Sitecore CMS
8 2 (12.50%) Sitecore
8 2 (12.50%) Data Quality
8 2 (12.50%) Creative Problem-Solving
8 2 (12.50%) Business Process Modelling
8 2 (12.50%) SDLC
8 2 (12.50%) SAP
8 2 (12.50%) PRINCE2

Data Modelling
Co-occurring IT Skills in Stockport by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (12.50%) CMS
1 2 (12.50%) Sitecore CMS
Cloud Services
1 1 (6.25%) Amazon AWS
Database & Business Intelligence
1 11 (68.75%) Relational Database
1 11 (68.75%) SQL Server
2 7 (43.75%) BusinessObjects
3 6 (37.50%) Data Warehouse
4 4 (25.00%) Oracle Database
4 4 (25.00%) RDBMS
5 3 (18.75%) Big Data
6 2 (12.50%) QlikView
7 1 (6.25%) Amazon Redshift
7 1 (6.25%) Oracle OWB
7 1 (6.25%) SQL Server Integration Services
General
1 2 (12.50%) Marketing
Job Titles
1 11 (68.75%) Systems Engineer
2 5 (31.25%) Analyst
3 4 (25.00%) Business Analyst
4 2 (12.50%) Business Intelligence Developer
4 2 (12.50%) Developer
4 2 (12.50%) ETL Developer
4 2 (12.50%) Facilities Analyst
4 2 (12.50%) SAP Analyst
4 2 (12.50%) SAP Business Analyst
4 2 (12.50%) SQL BI Developer
4 2 (12.50%) SQL Developer
4 2 (12.50%) Systems Developer
5 1 (6.25%) Data Analyst
5 1 (6.25%) Data Insight Analyst
5 1 (6.25%) Insight Analyst
5 1 (6.25%) Insight Data Analyst
Miscellaneous
1 7 (43.75%) iPad
2 5 (31.25%) Analytical Skills
3 2 (12.50%) Management Information System
Processes & Methodologies
1 11 (68.75%) Business Intelligence
1 11 (68.75%) Data Migration
1 11 (68.75%) ETL
1 11 (68.75%) Migration
2 7 (43.75%) Data Architecture
2 7 (43.75%) DevOps
2 7 (43.75%) ETL Development
2 7 (43.75%) ITIL
3 5 (31.25%) Agile Software Development
4 4 (25.00%) Data Protection
5 3 (18.75%) Analytics
6 2 (12.50%) Business Process Modelling
6 2 (12.50%) Creative Problem-Solving
6 2 (12.50%) Facilities Management
6 2 (12.50%) PRINCE2
6 2 (12.50%) SDLC
7 1 (6.25%) Statistical Analysis
Programming Languages
1 12 (75.00%) SQL
2 1 (6.25%) VBA
Quality Assurance & Compliance
1 2 (12.50%) Data Quality
2 1 (6.25%) SLA
Vendors
1 11 (68.75%) Oracle
2 2 (12.50%) SAP
2 2 (12.50%) Sitecore
3 1 (6.25%) Tableau
Stockport, Cheshire
Robert Walters
Salary: £60000 - £70000 per annum
Posted: 4 days ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £50000 - £65000 per annum + Benefits
Posted: 4 days ago
Stockport, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £40000.00 per annum + Benefits
Posted: 6 days ago